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Alma Rahat
Alma Rahat
Senior Lecturer in Data Science, Swansea University
Bestätigte E-Mail-Adresse bei swansea.ac.uk - Startseite
Titel
Zitiert von
Zitiert von
Jahr
In vitro toxic effects of reduced graphene oxide nanosheets on lung cancer cells
TA Tabish, MZI Pranjol, H Hayat, AAM Rahat, TM Abdullah, JL Whatmore, ...
Nanotechnology 28 (50), 504001, 2017
652017
A suite of computationally expensive shape optimisation problems using computational fluid dynamics
SJ Daniels, AAM Rahat, RM Everson, GR Tabor, JE Fieldsend
International Conference on Parallel Problem Solving from Nature, 296-307, 2018
402018
Alternative infill strategies for expensive multi-objective optimisation
AAM Rahat, RM Everson, JE Fieldsend
Proceedings of the genetic and evolutionary computation conference, 873-880, 2017
392017
Evolutionary multi-path routing for network lifetime and robustness in wireless sensor networks
AAM Rahat, RM Everson, JE Fieldsend
Ad Hoc Networks 52, 130-145, 2016
392016
Graphene oxide-based targeting of extracellular cathepsin D and cathepsin L as a novel anti-metastatic enzyme cancer therapy
TA Tabish, MZI Pranjol, DW Horsell, AAM Rahat, JL Whatmore, ...
Cancers 11 (3), 319, 2019
342019
Greed is good: Exploration and exploitation trade-offs in Bayesian optimisation
G De Ath, RM Everson, AAM Rahat, JE Fieldsend
ACM Transactions on Evolutionary Learning and Optimization 1 (1), 1-22, 2021
312021
Data-driven multi-objective optimisation of coal-fired boiler combustion systems
AAM Rahat, C Wang, RM Everson, JE Fieldsend
Applied Energy 229, 446-458, 2018
312018
Multi-objective routing optimisation for battery-powered wireless sensor mesh networks
AAM Rahat, RM Everson, JE Fieldsend
Proceedings of the 2014 conference on Genetic and evolutionary computation …, 2014
162014
Hybrid evolutionary approaches to maximum lifetime routing and energy efficiency in sensor mesh networks
AAM Rahat, RM Everson, JE Fieldsend
Evolutionary computation 23 (3), 481-507, 2015
142015
ϵ-shotgun: ϵ-greedy batch bayesian optimisation
G De Ath, RM Everson, JE Fieldsend, AAM Rahat
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 787-795, 2020
11*2020
Automated shape optimisation of a plane asymmetric diffuser using combined Computational Fluid Dynamic simulations and multi-objective Bayesian methodology
SJ Daniels, AAM Rahat, GR Tabor, JE Fieldsend, RM Everson
International Journal of Computational Fluid Dynamics 33 (6-7), 256-271, 2019
102019
Towards better integration of surrogate models and optimizers
T Chugh, A Rahat, V Volz, M Zaefferer
High-Performance Simulation-Based Optimization, 137-163, 2020
92020
Shape optimisation of the sharp-heeled Kaplan draft tube: Performance evaluation using Computational Fluid Dynamics
SJ Daniels, AAM Rahat, GR Tabor, JE Fieldsend, RM Everson
Renewable Energy 160, 112-126, 2020
72020
On the impact of covariance functions in multi-objective Bayesian optimization for engineering design
PS Palar, LR Zuhal, T Chugh, A Rahat
AIAA Scitech 2020 Forum, 1867, 2020
72020
A Bayesian approach for the robust optimisation of expensive-to-evaluate functions
ND Sanders, RM Everson, JE Fieldsend, AAM Rahat
arXiv preprint arXiv:1904.11416, 2019
72019
A Review of Shape Distortion Methods Available in the OpenFOAM $$^{\textregistered} $$ Framework for Automated Design Optimisation
S Daniels, A Rahat, G Tabor, J Fieldsend, R Everson
OpenFOAM®, 389-399, 2019
62019
Trading-off data fit and complexity in training gaussian processes with multiple kernels
T Chugh, A Rahat, PS Palar
International Conference on Machine Learning, Optimization, and Data Science …, 2019
42019
Applied Gaussian process in optimizing unburned carbon content in fly ash for boiler combustion
C Wang, Y Liu, RM Everson, AAM Rahat, S Zheng
Mathematical Problems in Engineering 2017, 2017
32017
Evaluating mixed-initiative procedural level design tools using a triple-blind mixed-method user study
S Walton, A Rahat, J Stovold
IEEE Transactions on Games, 2021
22021
Mixed-Initiative Procedural Content Generation using Level Design Patterns and Interactive Evolutionary Optimisation
SP Walton, AAM Rahat, J Stovold
arXiv preprint arXiv:2005.07478, 2020
22020
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